SOTAVerified

Electroencephalogram (EEG)

Electroencephalogram (EEG) is a method of recording brain activity using electrophysiological indexes. When the brain is active, a large number of postsynaptic potentials generated synchronously by neurons are formed after summation. It records the changes of electric waves during brain activity and is the overall reflection of the electrophysiological activities of brain nerve cells on the surface of cerebral cortex or scalp. Brain waves originate from the postsynaptic potential of the apical dendrites of pyramidal cells. The formation of synchronous rhythm of EEG is also related to the activity of nonspecific projection system of cortex and thalamus. EEG is the basic theoretical research of brain science. EEG monitoring is widely used in its clinical application.

Papers

Showing 931940 of 1655 papers

TitleStatusHype
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity0
Topological biomarkers for real-time detection of epileptic seizures0
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition0
Towards a Passive BCI to Induce Lucid Dream0
Towards Asynchronous Motor Imagery-Based Brain-Computer Interfaces: a joint training scheme using deep learning0
Towards Best Practices for Leveraging Human Language Processing Signals for Natural Language Processing0
Towards Brain-Computer Interfaces for Drone Swarm Control0
Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges0
Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels0
Towards Deep Modeling of Music Semantics using EEG Regularizers0
Show:102550
← PrevPage 94 of 166Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BiHDMAccuracy74.35Unverified
2DGCNNAccuracy69.88Unverified
3DBNAccuracy66.77Unverified
#ModelMetricClaimedVerifiedStatus
1MultitaskSSVEPAccuracy (5-fold)92.2Unverified
#ModelMetricClaimedVerifiedStatus
1DBNAccuracy86.08Unverified